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Stephen Roberts
Stephen Roberts
Professor of Engineering Science (Machine Learning, Information Engineering), University of Oxford
Adresse e-mail validée de robots.ox.ac.uk - Page d'accueil
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A mutation in a case of early onset narcolepsy and a generalized absence of hypocretin peptides in human narcoleptic brains
C Peyron, J Faraco, W Rogers, B Ripley, S Overeem, Y Charnay, ...
Nature medicine 6 (9), 991-997, 2000
23852000
Characteristics and tectonic significance of supra-subduction zone ophiolites
JA Pearce, SJ Lippard, S Roberts
Geological Society, London, Special Publications 16 (1), 77-94, 1984
18371984
Conservative q-learning for offline reinforcement learning
A Kumar, A Zhou, G Tucker, S Levine
Advances in Neural Information Processing Systems 33, 1179-1191, 2020
14382020
Exploiting nonlinear recurrence and fractal scaling properties for voice disorder detection
M Little, P Mcsharry, S Roberts, D Costello, I Moroz
Nature Precedings, 1-1, 2007
9972007
Gaussian processes for time-series modelling
S Roberts, M Osborne, M Ebden, S Reece, N Gibson, S Aigrain
Philosophical Transactions of the Royal Society A: Mathematical, Physical …, 2013
7232013
Global patient outcomes after elective surgery: prospective cohort study in 27 low-, middle-and high-income countries
BJA: British Journal of Anaesthesia 117 (5), 601-609, 2016
4992016
Overlapping community detection using Bayesian non-negative matrix factorization
I Psorakis, S Roberts, M Ebden, B Sheldon
Physical Review E 83 (6), 066114, 2011
4692011
Independent component analysis: principles and practice
S Roberts, R Everson
Cambridge University Press, 2001
4402001
Stochastic complexity measures for physiological signal analysis
IA Rezek, SJ Roberts
IEEE Transactions on Biomedical Engineering 45 (9), 1186-1191, 1998
4151998
Bayesian approaches to Gaussian mixture modeling
SJ Roberts, D Husmeier, I Rezek, W Penny
IEEE Transactions on Pattern Analysis and Machine Intelligence 20 (11), 1133 …, 1998
4141998
A review of parametric modelling techniques for EEG analysis
J Pardey, S Roberts, L Tarassenko
Medical engineering & physics 18 (1), 2-11, 1996
4071996
Arterial blood pressure responses to graded transient arousal from sleep in normal humans
RJ Davies, PJ Belt, SJ Roberts, NJ Ali, JR Stradling
Journal of Applied Physiology 74 (3), 1123-1130, 1993
3931993
A tutorial on variational Bayesian inference
CW Fox, SJ Roberts
Artificial intelligence review 38, 85-95, 2012
3872012
Micro-XRF core scanning in palaeolimnology: recent developments
SJ Davies, HF Lamb, SJ Roberts
Micro-XRF studies of sediment cores: Applications of a non-destructive tool …, 2015
3682015
A Gaussian process framework for modelling stellar activity signals in radial velocity data
V Rajpaul, S Aigrain, MA Osborne, S Reece, S Roberts
Monthly Notices of the Royal Astronomical Society 452 (3), 2269-2291, 2015
3572015
Elective surgery cancellations due to the COVID‐19 pandemic: global predictive modelling to inform surgical recovery plans
CovidSurg Collaborative, D Nepogodiev, OM Omar, JC Glasbey, E Li, ...
British journal of surgery 107 (11), 1440-1449, 2020
3512020
Gaussian processes for global optimization
MA Osborne, R Garnett, SJ Roberts
3462009
A Gaussian process framework for modelling instrumental systematics: application to transmission spectroscopy
NP Gibson, S Aigrain, S Roberts, TM Evans, M Osborne, F Pont
Monthly notices of the royal astronomical society 419 (3), 2683-2694, 2012
3292012
EEG-based communication: a pattern recognition approach
WD Penny, SJ Roberts, EA Curran, MJ Stokes
IEEE transactions on Rehabilitation Engineering 8 (2), 214-215, 2000
3272000
A probabilistic resource allocating network for novelty detection
S Roberts, L Tarassenko
Neural Computation 6 (2), 270-284, 1994
3021994
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